Abdullah Salama

Angestellt, Machine Learning Researcher, SAP SE, Berlin

Abschluss: Masters of Science, Technical University of Hamburg

Berlin, Deutschland

Fähigkeiten und Kenntnisse

Deep Learning
Machine Learning
Convolutional Neural Networks
Matlab
Python
C
Java
Software Testing
Project management
Design

Werdegang

Berufserfahrung von Abdullah Salama

  • Bis heute 6 Jahre und 3 Monate, seit März 2018

    Machine Learning Researcher

    SAP SE, Berlin

    • Publish a novel algorithm for neural network compression in NeurIPS Workshop on Compact Deep Neural Networks with Industrial Applications. • The first to provide compressed ResNet models on GitHub. • Submit a paper to CVPR 2019 (under-review). • Implement state-of-the-art ML algorithms in the field of Efficient Deep Learning. • Exposure to and discuss several hot research topics. • Experience using several frameworks such as Pytorch, Tensorflow and others.

  • 3 Jahre und 7 Monate, März 2013 - Sep. 2016

    Lead, Charging Solutions and Development

    Orange Egypt - The Egyptian Company for Mobile Services, Giza (Egypt)

    • Design project solutions that fulfill the business requirements and coordinate with other entities inside Orange. • Develop in-house Prepaid/Call and Control Tariffs & Promotions. • Manage all charging Projects related to tariff and promotions until the commercial launch • Technical project management including all technical platforms such as VAS and charging nodes. • Delegated team leader of the testing team during absence of the team leader.

  • 4 Monate, Aug. 2012 - Nov. 2012

    Technical Sales and Pre-Sales Engineer

    CST-ME (Computer Simulation Technology - Middle East), Cairo (Egypt)

    • Responsible for testing and optimizing various antenna designs • Troubleshooting and error reports in the software. • Responsible for marketing for the software and pre-sales support.

  • 5 Monate, Feb. 2012 - Juni 2012

    Junior Teaching Assistant - Electric Circuits II lab

    German University in Cairo

    • Responsible for preparing and testing lab equipment. • Teaching the subject. • Guide the student to how to test different circuit designs. • Simulate different circuit designs on Pspice circuit tool.

  • 4 Monate, Okt. 2011 - Jan. 2012

    Junior Teaching Assistant - System & Control lab course

    German University in Cairo

    • Responsible for preparing and executing lab experiments. • Teaching the students how to use Matlab. • Teaching the subject, the theory behind and how to apply and test. • Evaluating students work such as assignments and quizzes.

Ausbildung von Abdullah Salama

  • 2 Jahre und 5 Monate, Okt. 2016 - Feb. 2019

    Masters of Information and Communication Systems

    Technical University of Hamburg

    Master Thesis (Sep 2018 -Feb 2019): Structured Global Pruning for Neural Networks Compression. Project Work (Oct 2017 -Mar 2018): Automatic Hyperparameters Optimization for Feature Extraction and Machine Learning Methods. Relevant modules: Pattern Recognition and Data Compression, Software Testing

  • 4 Jahre und 10 Monate, Okt. 2007 - Juli 2012

    Bachelor of Information Engineering and Technology

    German University in Cairo

    Network Planning, Sensor Networks, Microwave Technology, Adaptive Antennas, Wireless Communication, Modulation and Coding Bachelor level modules: Signal processing, System and Control, Communication Networks, Photonics.

Sprachen

  • Englisch

    Fließend

  • Arabisch

    Muttersprache

  • Deutsch

    Gut

Interessen

Basketball
Football
Travel
Gym
Swimming

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